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30 changes: 30 additions & 0 deletions Projects/Archive/IMUDataProcessings.md
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# IMU Data Processing

## Active Members
1. Saahith Veeramaneni

## Design Review Dates/Timeline
1. Literature review by November 3rd
1. PDR by November 10th
1. Theoretical codebase, Thanksgiving

## Introduction
Due to the low compute on the car, it is not possible to use multiple
cameras so this project will explore using structure from motion (sfm)
to create binocular views.

## Overview of the Problem
Having multiple perspectives on a car allows the creation of a
disparity map from an image which can be used to estimate depth if the
exact distance between the cameras is well understood. Thus, we must
explore if we can achieve high enough accuracy from the IMU to use sfm
in the data processing pipeline.

## Steps in the project
1. Literature review
1. Understanding compute requirements
1. Draft of the code if it is feasible

## Suggested direction
1. Begin with a long literature review and exploring its use on other
Formula Student teams and in industry
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## Active Members
1. Ray Zou
2. Nathan Margolis

## Design Review Dates/Timeline
1. PDR November 3rd
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## Active Members
1. Abishek Adari
1. Dylan Price
1.Jaisree D. RaviKumar
1. Jaisree D. RaviKumar

## Design Review Dates/Timeline
1. Read the paper and PDR November 3rd
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3 changes: 3 additions & 0 deletions README.md
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# Driverless
The driverless effort of the UCSC FSAE team

# Setup
A conda envrionment is used running python 3.10.9
239 changes: 239 additions & 0 deletions environment.yml
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name: fsae
channels:
- pytorch
- conda-forge
- defaults
dependencies:
- absl-py=2.3.1
- aom=3.9.1
- blas=1.0
- bottleneck=1.3.7
- brotli=1.0.9
- brotli-bin=1.0.9
- bzip2=1.0.8
- c-ares=1.34.5
- ca-certificates=2025.10.5
- cairo=1.18.0
- certifi=2025.10.5
- charset-normalizer=3.4.3
- contourpy=1.2.0
- cycler=0.11.0
- cython=3.1.4
- dav1d=1.2.1
- expat=2.6.3
- filelock=3.13.1
- fluidsynth=2.3.7
- font-ttf-dejavu-sans-mono=2.37
- font-ttf-inconsolata=2.001
- font-ttf-source-code-pro=2.030
- font-ttf-ubuntu=0.83
- fontconfig=2.15.0
- fonts-anaconda=1
- fonts-conda-ecosystem=1
- fonttools=4.51.0
- freetype=2.13.3
- fsspec=2024.6.1
- gettext=0.22.5
- gettext-tools=0.22.5
- giflib=5.2.2
- graphite2=1.3.14
- grpcio=1.62.2
- harfbuzz=10.2.0
- icu=73.2
- importlib-metadata=8.7.0
- jinja2=3.1.4
- joblib=1.4.2
- kiwisolver=1.4.4
- lame=3.100
- lcms2=2.17
- lerc=4.0.0
- libabseil=20240116.2
- libasprintf=0.22.5
- libasprintf-devel=0.22.5
- libavif16=1.1.1
- libbrotlicommon=1.0.9
- libbrotlidec=1.0.9
- libbrotlienc=1.0.9
- libcxx=21.1.2
- libdeflate=1.22
- libexpat=2.6.3
- libffi=3.4.4
- libflac=1.4.3
- libfreetype=2.13.3
- libfreetype6=2.13.3
- libgettextpo=0.22.5
- libgettextpo-devel=0.22.5
- libgfortran=5.0.0
- libgfortran5=11.3.0
- libglib=2.82.2
- libgrpc=1.62.2
- libiconv=1.18
- libintl=0.22.5
- libintl-devel=0.22.5
- libjpeg-turbo=3.0.3
- libmad=0.15.1b
- libmagic=5.46
- libogg=1.3.5
- libopenblas=0.3.21
- libopus=1.3.1
- libpng=1.6.50
- libprotobuf=4.25.3
- libre2-11=2023.09.01
- libsndfile=1.2.2
- libsqlite=3.45.2
- libtiff=4.7.0
- libvorbis=1.3.7
- libwebp=1.5.0
- libwebp-base=1.5.0
- libxcb=1.17.0
- libzlib=1.3.1
- llvm-openmp=15.0.7
- lz4-c=1.9.4
- markdown=3.9
- markupsafe=2.1.3
- matplotlib=3.9.2
- matplotlib-base=3.9.2
- mpg123=1.32.8
- mpmath=1.3.0
- ncurses=6.4
- networkx=3.3
- numexpr=2.8.7
- numpy=1.26.4
- numpy-base=1.26.4
- openjpeg=2.5.2
- openssl=3.5.4
- opusfile=0.12
- packaging=24.1
- pcre2=10.44
- pip=24.2
- pixman=0.43.4
- polars=1.10.0
- portaudio=19.6.0
- portmidi=2.0.4
- pthread-stubs=0.3
- pybind11-abi=5
- pycocotools=2.0.10
- pygame=2.6.1
- pyparsing=3.1.2
- pysocks=1.7.1
- python=3.10.9
- python-dateutil=2.9.0post0
- python-tzdata=2023.3
- python_abi=3.12
- pytorch=2.4.0
- pytz=2024.1
- pyyaml=6.0.3
- rav1e=0.6.6
- re2=2023.09.01
- readline=8.2
- requests=2.32.5
- scikit-learn=1.5.1
- scipy=1.13.1
- sdl2=2.30.7
- sdl2_image=2.8.2
- sdl2_mixer=2.6.3
- sdl2_ttf=2.22.0
- setuptools=75.1.0
- six=1.16.0
- sleef=3.5.1
- sqlite=3.45.2
- svt-av1=2.3.0
- sympy=1.13.2
- tensorboard=2.20.0
- tensorboard-data-server=0.7.0
- tensorboardx=2.6.2.2
- termcolor=3.1.0
- terminaltables=3.1.10
- threadpoolctl=3.5.0
- tk=8.6.13
- torchaudio=2.4.0
- torchvision=0.19.0
- tornado=6.4.1
- tzdata=2024b
- unicodedata2=15.1.0
- werkzeug=3.1.3
- wheel=0.44.0
- xorg-libxau=1.0.12
- xorg-libxdmcp=1.1.5
- xz=5.4.6
- yaml=0.2.5
- zipp=3.23.0
- zlib=1.3.1
- pip:
- aiofiles==24.1.0
- annotated-types==0.7.0
- anyio==4.2.0
- arel==0.4.0
- async-asgi-testclient==1.4.11
- attrs==25.4.0
- beautifulsoup4==4.14.2
- bidict==0.23.1
- cacheout==0.14.1
- cachetools==5.5.0
- click==8.3.0
- debugpy==1.8.17
- distinctipy==1.3.4
- executing==2.2.1
- fastapi==0.109.0
- ffmpeg-python==0.2.0
- future==1.0.0
- gitdb==4.0.12
- gitpython==3.1.45
- giturlparse==0.12.0
- h11==0.16.0
- h2==4.3.0
- hpack==4.1.0
- httpcore==1.0.9
- httptools==0.6.4
- httpx==0.27.2
- hyperframe==6.1.0
- idna==3.10
- imutils==0.5.4
- jsonpatch==1.33
- jsonpointer==3.0.0
- jsonschema==4.23.0
- jsonschema-specifications==2025.9.1
- markdown-it-py==4.0.0
- mdurl==0.1.2
- multidict==6.7.0
- numerize==0.12
- opencv-python==4.11.0.86
- pandas==2.1.4
- pillow==10.4.0
- protobuf==3.20.3
- psutil==5.9.8
- ptable==0.9.2
- pydantic==2.11.3
- pydantic-core==2.33.1
- pydicom==2.4.4
- pygments==2.19.2
- pyjwt==2.10.1
- pynrrd==0.4.3
- python-dotenv==1.0.1
- python-json-logger==2.0.7
- python-magic==0.4.27
- python-multipart==0.0.12
- referencing==0.36.2
- requests-toolbelt==1.0.0
- rich==14.1.0
- rpds-py==0.27.1
- shapely==2.0.2
- simpleitk==2.4.1
- smmap==5.0.2
- sniffio==1.3.1
- soupsieve==2.8
- starlette==0.35.1
- stringcase==1.2.0
- supervisely==6.73.451
- tqdm==4.67.1
- trimesh==4.5.0
- typing-extensions==4.15.0
- typing-inspection==0.4.2
- urllib3==2.2.3
- uvicorn==0.37.0
- uvloop==0.21.0
- varname==0.15.0
- watchfiles==1.1.0
- websockets==13.1
- zstd==1.5.7.2
prefix: /Users/username/anaconda3/envs/fsae